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The Essence of Neural Networks By Robert Callan

The Essence of Neural Networks
by Robert Callan

In Stock
£3.59
The aim of this work is to cover the basic concepts, with the key neural network models explored sufficiently deeply to allow a competent programmer to implement the networks in a language of their choice. The book is supported by a website.
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The Essence of Neural Networks Summary


The Essence of Neural Networks by Robert Callan

The Essence of Neural Networks is designed to be a first course on neural networks for undergraduate students, with the mathematics contained to a minimum. The book's main aim is to cover the basic concepts, with the key neural network models explored sufficiently deeply to allow a competent programmer to implement the networks in a language of their choice.

The first six chapters cover the main neural models that are essential for a fundamental grounding in the subject, and the last two chapters are devoted to an overview of some of the links being developed between neural networks and traditional AI.

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Table of Contents


  1. Introduction
  2. Classifying Patterns
  3. Clustering Patterns
  4. Pattern Association
  5. A Sample of Recurrent Networks
  6. Some Other Network Models and A Few Practical Points
  7. Links to Artificial Intelligence
  8. Synthesising Symbols with Neural Networks

Additional information

GOR001394347
The Essence of Neural Networks by Robert Callan
Robert Callan
Used - Very Good
Paperback
Pearson Education (US)
1998-09-22
248
013908732X
9780139087325
N/A
Book picture is for illustrative purposes only, actual binding, cover or edition may vary.
This is a used book - there is no escaping the fact it has been read by someone else and it will show signs of wear and previous use. Overall we expect it to be in very good condition, but if you are not entirely satisfied please get in touch with us.